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Evidence record

Claude Opus 4.7

Cybench · Evidence record

Sources and provenance ↓ Read the research narrative →

Source snapshot, chart and review scope →

Original source charts and materials

Recorded measurements

Cybench category pass@1
100%

2/2

Inspect Evals · Budget not specified

Assessment provenance

GLM-5.2 Risk Evaluation Report → · External report

Actual evaluation: SaferAI · Model record →

Method and scope

Task completion on 40 professional CTF problems.

Evidence type
Benchmark
Assessment subject
AI agent solving CTF tasks
Primary dimension
Capability
Evidence snapshot
2026-10-29.1

Primary dimension follows the source’s measured construct. Metric-level interpretations may differ.

Source finding

The source reports 2/2. NUWA calculates the displayed 100% from those counts, rounded to two decimal places.

Limitations

Competition tasks and supplied guidance differ from operational attacks.

Small category sample; counts only; no estimated bar percentage.

Related research questions

References

  1. [1] Andy K. Zhang, Neil Perry, et al.. Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models. 2025-04-12. v4 [arXiv]; Author affiliations on the original paper title page
  2. [2] GLM-5.2 Risk Evaluation Report. 2026-08-02. v1.1 · revised 26 August 2026 ; p.6 Fig.2 printed bar label